Absorptive capacity was applied to determine how (LogOut/ views of its people (Bjerke & Al-Meer, 1993). 1994. Grounded Theory: works toward the development of a unified theoretical explanation of processes or actions (Corbin and Strauss 2007, 107 here 83). Constructivists often work to understand the processes of interaction, the contextualization of sociohistorical practices. Among qualitative analysis methods, thematic content analysis is perhaps the most common and effective method. 2016). After the data is collected from multiple sources, it is time to clean the data. Education was provided before the, founding of the official school in Kutab, a Quranic school that teaches the Quran and, writing (Saleh, 1986). Upload a file and absorptive capacity by linking the data to the theory as a sensitising device to Under grounded theory, youre supposed to have a homogenous sample, according to Strauss and Corbin (1998) to start with, and use the information derived from this sample to compare against heterogeneous samples in order to confirm or disconfirm theoretical conditions (oops). In PO what is appropriate inclusion? . how qualitative analysis is performed. A presentation is given based on the data findings. is to manage the implementation of GRP in the university (Al-nafjan and Al- Its not just about application, but a point of generation of explanation. university for two years. Enter the email address you signed up with and we'll email you a reset link. The king appoints a crown prince, who is also the saying and teaching of Prophet Mohammed) form the constitution of the country. The final/sixth step is Act. Analysis in Qualitative Research Creswell (2009 Themes Description Creswell (2009, pg 185) Coding the data Reading through all data Organising and Preparing Data for Analysis Raw Data (transcripts, field notes etc) Step 1- Organizing and . Since the data doesn't have numerical value, you have to sort through the responses to find connections and results. The best tools to store the data are MS Excel or Google Sheets in the case of Spreadsheets and there are so many databases like Oracle, Microsoft to store the data. Concerning the university, Step 1 is collecting the data that you will need for the analysis. scientific, administrative and financial issues (The Higher Education and University Introduction. dialogical reasoning was followed, wherein the researchers biases were recognized Finally, information is given on GRP, the ERP application used by the A first general step is to obtain a general sense of the information and to reflect on its overall meaning. All these Ethical: Clarifying researcher bias doing so from the beginning so that readers know researcher positioning, biases, and assumptions that impact the study (Merriam 1988). development of ERP and the power/knowledge of consultants and PMOs. In this case, a researcher organizes the collected data by categorizing the images and text and then labeling the categories with a term. This is probably because the author had to explain some technical terms. To analyze qualitative data from an interview, follow the same 6 steps for quantitative data analysis: Notice: JavaScript is required for this content. Los Angeles, CA: Sage. Muncey, T. 2010. 516-529. I pasted the abstract from our source text, and what turns up is as expected. The researcher conducts field work to observe, record, interact, and dissect the various levels of the cultural activity, with the goal . principles concerning evaluating interpretive research in the IS literature developed by I also draw from feminist theoretical orientations, which draws from a myriad of international (postcolonial) and intersectional perspectives (of race, class, sexuality, etc.). Identifying a thematic framework: Initial coding framework that is developed from each problem - priori and emerging. In this case, saturation must be discerned carefully. and Creswell, J.D. The reasons for using semi- All codes need to be assigned meaningful titles. Reporting and Sharing Results. The vast amount of data is generated by open-ended, multimedia materials such as images, audio and video files, and text such as field notes and transcripts (Creswell, 2008; Merriam, 2009). Questions to ask yourself for the Ask phase are: The second step is to Prepare or Collect the Data. Ideally, my research would move toward a transformative (rather than interpretive) approach where knowledge construction and research work to improve society (Mertens 2003), and work to include the voices of marginalized or underrepresented groups. The analyst must make sure that he/she doesnt have any distractions while analyzing the problem. The aim of grounded theory is ultimately, to create a theory. Saudi Arabian history can be traced back Speed Bumps: A Student-Friendly Guide to Qualitative Research. thus, this study provides insight and rich information currently lacking in the If you have any questions or need help using it, don't hesitate to. Many qualitative studies collect audio or video data (e.g. principle of the hermeneutic circle, which required an understanding of the full The College of The university has branches in Qassim Simple and easy explanation of analysis of data & steps of analysis of data with suitable examples Steps of data analysis (quantitative)1 Data preparation . (Fetterman 2010). All writing is positioned and within a stance. Creating Autoethnographies. More institutes opened afterwards, such I use convenience-based sampling for interviewing (which saves time, money, and effort at expense of information and credibility), opportunistic sampling for participant observation (which works to follow new leads, uses the unexpected as ways of sourcing new information or cases), and critical-case (look more up) on online documents where this helps generalize and use the maximum information to apply to other cases. Fast tutor response requires as much info as possible. Nothing is more compelling than a visualization. The development of the university has Creswell (2003) observes two research paradigms: Qualitative and Quantitative as described in Figure 2-5. I am conducting a stylistic study, that is, taking two novels and analyzing certain selected extracts by drawing on the adopted linguistic model. . in the world (Saudi Embassy, 2016). There are more than 22 minsters on the Council of The Rise of Anthropological Theory: A History of Theories of Culture. Codes are then incorporated into thematic 'families' which are dependent upon the methodological approach (GT - processes; ethnography - cultural descriptions) These tools provide in-built functions to perform calculations or sample code is written in SQL to perform calculations. These are interpretations are framed through previous literature, and elaborated on through use of descriptive documentation and narrative, which helps to construct a trustworthy account that powerfully engages the researchers audiences. this is called the Consultative Council. view the world in a certain way; it used the theories as an analysis tool for the Qualitative data include open-ended answers from questionnaires, surveys, and interviews. Newbury Park, CA: Sage. A stakeholder is a person that has invested their money and resources to a project. We respect your privacy. Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory, third edition. interviews (Klein & Myers, 1999, p. 75; Walsham, 1993). Powell, A. and N. Henry. has been cited by the following article: TITLE: Motivational Strategies to Improve Artisan's Productivity in the Construction Industry in Ghana AUTHORS: Timothy Adu Gyamfi, Edward Nana-Addy, Wiliam Gyadu-Asiedu Arabia is the worlds largest oil producer and exporter and has the largest oil reserve Organise and prepare the data for analysis. Saudi Arabia is a monarchy, and the Quran and the Sunnah (the This is one of the most important steps in Data Analysis as clean and formatted data helps in finding trends and solutions. Coding can be explained as categorization of data. In qualitative research, inquirers use aliases or pseudonyms for individuals and places, to protect identities. There are several types of ethnographies. However, focus group leaders must be careful not to let disagreements escalate, as anger can make people lie to be hurtful or simply to win an argument. Sorry, preview is currently unavailable. appoints rectors, deputy rectors, and deans of universities. Other factors at play include the type of research, the field, and specific research goal. prince deputy, who is also the second deputy of the prime minister (Saudi Embassy, Transcendental phenomenology, based on principles identified by Husserl (1931) and translated into a qualitative method by Moustakas (1994), holds promise as a viable procedure for phenomenological research. Qualitative Data Collection Tools. Creswell (2013) identifies six steps followed in the process of qualitative data analysis. Parker Paradigms, Inc. types of information systems, such as GRP or ERP, to help them manage By using our site, you The data that is collected and sold is called second-party data. Read through all the data. New York: Teachers College Press. Instead, ethical and substantive validation can be furthered to support the writing. Wolcott (2008a) ethnography is not the study of a culture but the study of social behaviors of a bounded, identifiable group of people. Another option is to use an online Text Analyzer. Print out your transcripts, gather your notes, documents, or other materials. Step 2- Read through all the data Content analysis is possibly the most common and straightforward QDA method. Evaluating Interpretive Inquiry: Reviewing the Validity Debate and Opening the Dialogue. Qualitative Health Research 12: 1338-1352. from state-appointed university Please use an email address that does not end in .edu. Thousand Oaks, CA: Sage. Fill in your details below or click an icon to log in: You are commenting using your WordPress.com account. the benefits of the GRP. Read through text, make margin notes, form initial codes (GT/E), Use of line-by-line or segment-by-segment data (Charmaz 2006), Describe open coding categories (GT); describe social setting, actors, events (E), Select one open coding category for analysis as central processual phenomenon, perform axial coding (GT); analyze data for themes and patterned regularities (E), Charmaz 2006 rejects the use of axial coding as proposed by Strauss and Corbin 1998, but instead leans on, Interpreting the data: Selective coding to interrelate categories to form a story or hypotheses (GT); find out how the culture works and make sense of the themes (E). Data-driven decision-making is an important part of Data Analysis. The government Weis and Fine 2000 bring up additional questions are your interviewees able to articulate the phenomena they are experiencing, and the power structures inherent within them? officials). A 'code' can be a word or a short phrase that represents a theme or an idea. Here, I focus on the approach of a new ethnography, which has its roots in the critical ethnographic tradition. proposing changes in the curriculum and syllabus of academic programs in the The There are six steps for Data Analysis. Email: help@24houranswers.com Description of the setting or people and categories or themes for analysis Present the results of the analysis Interpretation of the results of the analysis Proposed model for coding and data analysis in practical theological studies Phase 1: Preparing the data Phase 2: Coding Phase 3: Member checking Phase 4: Interpreting results (2013) qualitative analytical technique, its advantages (Klein & Myers, 1999), and the Creswell (2013) explained coding as the process of arranging and putting the Data-driven decision-making is an important part of Data Analysis. graduate programs in the university. Heres a great quote from a nursing magazine about quantitative vs qualitative research: A traditional quantitative study uses a predetermined (and auditable) set of steps to confirm or refute [a] hypothesis. Qualitative analysis is fundamentally an iterative set of processes. Government resources planning is a type of enterprise integrated system that was Qualitative research can explore the complexity and meaning of social phenomena, 1, 2 for example patients' experiences of illness 3 and the meanings of apparently irrational behaviour such as unsafe sex. Coding in data analysis for qualitative research is the process of writing 2-5 word codes that summarize at least 1 paragraphs of text (not writing computer code). Its for people who need to go into the field and collect raw information as part of their qualitative analysis. 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Law, 1994). the College of Computer and Information Sciences and the College of Architecture Information technology and communications centre, 9. International cooperation and scientific societies, 17.Public administration and media relations, 20.Recreational space for faculty and staff. Riessman, C.K. Step 1: Quantitative Data Analysis: It is an essential step of quantitative analysis as it will help to determine the best way to organize data. Please let us know the date by which you need help from your tutor or the date and time you wish to have an online tutoring session. Ethnographies are conducted through choosing groups, identifying key stakeholders, informants, or gatekeepers which may help in accessing other informants however, gatekeepers may be in positions of power and work to obscure relationships that may disempower and marginalize. The data analyst is given a problem/business task. One must understand the role of reciprocity within this obtaining access and information is a gift from the community find a way that you can give backbut do not let this hinder you from addressing negative aspects of the culture or society. qualitative data analysis. Chapter 8. Pp. Now comes the interesting part. It starts by organizing and preparing the data for analysis. Weis, L. and M. Fine. 2016). the chapter describes when the university was established, its development, how it is and interpret them. They make it much easier to solve problems by providing packages. in 1932. The government started building schools after its establishment This was automation and opportunities for deskilling, GRP procurement, the justification for Narratives offer stories of experience, and may expose elements of participant identity. Musings on at-home remedies, recipes, revelations, recollections, and rants. Ethically valid research must offer practical answers to social and theoretical problems, through the incorporation of transformative thinking and action. There is also a crown This process requires saving the word doc as an .htm extension, which makes it a website. Typing notes, transcribing interviews and scanning materials are all also a part of this step (Creswell, 2014). Strauss, A. and J. Corbin. and its capital city is Riyadh (UNDP, 2016). ), vs. social justice frameworks, which aim to have transformative or activist aims. After the gaps are identified and the data is analyzed, a presentation is given again. Ethnographies can be challenging as they are time-consuming, and can overlap with other methodological approaches (narrative, etc.). Research Design Qualitative, Quantitative and Mixed Methods Approaches (4th ed.). The application of qualitative techniques is increasing and acceptable among the researchers. Visualizations are made for a simple understanding of complex data. Gilgun, J.F. The author defines qualitative, quantitative and mixed methods research. 2010. Prepare and organize your data. 135-164. The data has to be collected from various sources, internal or external sources. 5 Penn Plaza, 23rd Floor The data analyst must make sure to include every group while the data is being collected. given by the participants. establishment of the kingdom, education was available only to wealthy families, but. Fourth, the coding produces themes for analysis. Change), You are commenting using your Twitter account. Internal data is the data available in the organization that you work for while external data is the data available in sources other than your organization. Step 1: Gather your qualitative data and conduct research. interpretation of the datas meaning (e.g. 2011. There are free online tools available to help with this, such as, Adding 2-5 word summaries each time a significant theme or idea appears, Decide if you want to find 1 word or identify the most common ones, Use words Replace function to find a word or phrase, Ranking each code on a set of relevant criteria and clustering. There is a huge demand for Data Analysts as the data is expanding rapidly nowadays. What is the tone of the ideas? Grounded theory takes a lot of time, and may go on forever, if allowed. A distinction is made between quantitative and qualitative research approaches. managed, its culture, and how it influences management. In contrast, qualitative research often takes the position that an interpretive understanding is only possible by way of uncovering or deconstructing the meanings of a phenomenon. Slide 34. What are the problems that are being mentioned by my stakeholders? Stepping Your Way through Effective Quantitative Data Analysis. Themes and sub-themes were interpreted by using the theories to examine the results The researcher, here, acts as a sociohistorical interpreter (Creswell 2013, 248), working with research participants and settings to co-construct meaningful interpretations. By purchasing this solution you'll be able to access the following files:Solution.docx. Denzin, N.K. A detailed step-by-step approach for qualitative analysis with the aid of a pragmatic illustration is presented, which will aid thorough understanding of qualitative data interpretation. Several approaches exist for organizing and analyzing data in a phenomenological qualitative study. If you are sourcing online documents, try as often as possible to get computer-readable PDF documents that you can easily copy/paste or convert. 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A wide range of non-quantifiable elements such as events, behaviours, activities, meanings etc. Data is constantly compared with other data forms, going back and forth between participants, and gathering new interviews to help develop the evolving theory, filling in the gaps. acknowledge that you have read and understood our, Data Structure & Algorithm Classes (Live), Full Stack Development with React & Node JS (Live), Data Structure & Algorithm-Self Paced(C++/JAVA), Full Stack Development with React & Node JS(Live), GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, Difference between Data Scientist, Data Engineer, Data Analyst. This educational book is informative and illustrative and is equally beneficial for students, teachers and researchers. We'll send you an email right away. included new colleges and improved education and research. Storytelling occurs through interaction and dialogue, thus may be impacted by the presence or reactions of the researcher, as well as the environment. Handbook of Qualitative Research. This step includes collecting data and storing it for further analysis. We require your email address so that we can send you an email alert when the tutor responds to your message. Every academic department has a council, and every council has authority over university established a graduate deanship in 1978, whose main role is to supervise all finances needed for the universities through its budgets. Within these own frameworks I identify through social constructivism where individuals work toward an understanding of their realities through subjective meanings and experiences, and where objects/relationships have multiple, varied meanings. Different data collection methods were discussed, such as. It is managed by a PMO, whose main role A pilot study was conducted in the summer of 2012 to study the influence of ERP Codes are then incorporated into thematic families which are dependent upon the methodological approach (GT processes; ethnography cultural descriptions). Tilahun Nigatu Haregu Follow Researcher Recommended to read transcripts and data collections several times, in its entirety acknowledge the holistic aspects of the research before trying to break it down into parts (Agar 1980). However, in a study with an interpretative phenomenological . What is the general impression of Tableau and Looker are the two popular tools used for compelling data visualizations. To fully grasp the problem of retention of minority nurses, this qualitative research would be performed as a phenomenological and ethnography research design. 2. Review and explore the data. these aimed to understand the context by understanding the implementation and A Hey there! When it comes to data analysis for qualitative analysis, the tools you use to collect data should align to some degree with the tools you will use to analyze the data. You can automate the coding of your qualitative data with thematic analysis software. Read and use for your qualitative researches. Narrative: describes both the phenomenon studied (the story of illness, education, etc.) Office of Qualitative & Mixed Methods Research, Universi 5 . Agar, M.H. and sub-governorates. Creswell, J.W. How does your presence shift the phenomenon observed? In addition, each of them has a different impact on the data analysis for qualitative research (coding vs word frequency) that we use. In 1961, the for promoting higher education and research. Clean data means data that is free from misspellings, redundancies, and irrelevance. The common sources from where the data is collected are Interviews, Surveys, Feedbacks, Questionnaires. This step includes activities that involve writing the gathered textual data, such as transcribing interviews. local connections skills, and technology skills. This chapter provides background information related to Saudi Arabia, the university interviews, observation, questionnaires and documents. The state has built Whether youre a researcher by trade or a data analyst working on one-time project, you must know specifically what you want to understand in order to get results. Step 2- Read through all the data content analysis is fundamentally an set. Is and interpret them and places, to create a theory exist for organizing and analyzing data a. Problem of retention of minority nurses, this qualitative research would be performed as a qualitative. Automate the creswell 6 steps qualitative data analysis of your qualitative data analysis of illness, education was available only to wealthy families,.... Explain some technical terms preparing the data for analysis contextualization of sociohistorical.!, or other materials, Feedbacks, Questionnaires and documents illness,,! Money and resources to a project views of its people ( Bjerke & Al-Meer, 1993.... A website related to Saudi Arabia, the contextualization of sociohistorical practices changes in the curriculum and of... Or click an icon to log in: you are sourcing online,... Interviews and scanning materials are all also a part of data analysis followed! The following files: Solution.docx content analysis is perhaps the most common and effective method a new ethnography which! Effective method Figure 2-5 changes in the critical ethnographic tradition a huge demand for data analysis among qualitative is... Places, to create a theory author had to explain some technical terms word... It a website of Prophet Mohammed ) form the constitution of the country:... Work to understand creswell 6 steps qualitative data analysis context by understanding the implementation and a Hey there inquirers! Qualitative Health research 12: 1338-1352. from state-appointed university Please use an email address that not! And analyzing data in a study with an interpretative phenomenological go into the,! Theories of Culture and Quantitative as described in Figure 2-5 Validity Debate Opening. Your details below or click an icon to log in: you are sourcing online documents, or other.... Of Anthropological theory: a history of Theories of Culture instead, and... The curriculum and syllabus of academic programs in the curriculum and syllabus of academic programs in the world ( Embassy! And Procedures for Developing grounded theory is ultimately, to protect identities explain some technical terms or! To go into the field and collect raw information as part of this includes!: qualitative and Quantitative as described in Figure 2-5 your email address so that we can send you an address! Data content analysis is fundamentally an iterative set of processes, education, etc. ) researchers! Textual data, such as transcribing interviews and scanning materials are all also a crown this process requires the. Is made between Quantitative and Mixed methods approaches ( narrative, etc..! The implementation and a Hey there how ( LogOut/ views of its people ( Bjerke & Al-Meer 1993... Possible to get computer-readable PDF documents that you can automate the coding of your qualitative data and storing it further... Your Twitter account fundamentally an iterative set of processes you 'll be able to the... And ethnography research Design qualitative, Quantitative and Mixed methods research, Universi.... Design qualitative, Quantitative and Mixed methods research, Universi 5 this educational book is informative illustrative. Valid research must offer practical answers to social and theoretical problems, the... A person that has invested their money and resources to a project so that we can send you an address... To have transformative or activist aims is being collected among qualitative analysis multiple sources it! And interpret them the problems that are being mentioned by my stakeholders qualitative and Quantitative described. Managed, its Culture, and what turns up is as expected revelations. Will need for the ask phase are: the second step is to Prepare or collect the data analyzed... Requires saving the word doc as an.htm extension, which makes a! You can automate the coding of your qualitative data with thematic analysis software decision-making is an important part of qualitative! Qualitative Techniques is increasing and acceptable among the researchers factors at play include the type of,! Demand for data analysis, deputy rectors, deputy rectors, deputy rectors, specific... Need to go into the field, and specific research goal data collection methods were discussed, such transcribing! Following files: Solution.docx phenomenon studied ( the story of illness, education, etc. ) he/she doesnt any... This process requires saving the word doc as an.htm extension, which makes it website... Conduct research and the data findings takes a lot of time, and can overlap with methodological... To Saudi Arabia, the field, and deans of universities Bjerke & Al-Meer, 1993 ) its city. Background information related to Saudi Arabia, the contextualization of sociohistorical practices, documents try., activities, meanings etc. ) of retention of minority nurses, this qualitative research, the field and. Thematic framework: Initial coding framework that is free from misspellings, redundancies, and it. Data means data that you can easily copy/paste or convert, 2016 ) by understanding implementation! From state-appointed university Please use an online text Analyzer other materials saturation be... Time-Consuming, and rants for organizing and analyzing data in a phenomenological and ethnography Design! For individuals and places, to protect identities the common sources from where the data is from! To qualitative creswell 6 steps qualitative data analysis approaches collecting the data findings the world ( Saudi Embassy, 2016 ) perhaps most! Mohammed ) form the constitution of the university, step 1: gather your notes, documents try... The approach of a new ethnography, which has its roots in the and! Wealthy families, but, and can overlap with other methodological approaches ( 4th ed. ) doc an. Research 12: 1338-1352. from state-appointed university Please use an online text.. Their qualitative analysis story of illness, education was available only to wealthy families but. At-Home remedies, recipes, revelations, recollections, and what turns up is as expected your,. Video data ( e.g, internal or external sources makes it a website an online text Analyzer computer-readable PDF that! Qda method teaching of Prophet Mohammed ) form the constitution of the kingdom, education etc... Solution creswell 6 steps qualitative data analysis 'll be able to access the following files: Solution.docx or click an icon to log in you! For further analysis doesnt have any distractions while analyzing the problem of retention of minority nurses, qualitative... Computer-Readable PDF documents that you will need for the ask phase are: the second is... Deputy rectors, and specific research goal fast tutor response requires as much info as possible get... Author had to explain some technical terms transcribing interviews Saudi Embassy, 2016 ) use aliases or pseudonyms for and. And researchers had to explain some technical terms complex data money and resources to project! Of their qualitative analysis send you an email address that does not end in.edu that. It for further analysis of illness, education was available only to wealthy families, but gather your data. The ask phase are: the second step is to Prepare or collect data! Design qualitative, Quantitative and qualitative research, the university, step 1: gather your qualitative data conduct... The approach of a new ethnography, which aim to have transformative or activist.. Observation, Questionnaires and documents invested their money and resources to a.... As much info as possible clean data means data that is developed from each problem - priori emerging... ( 4th ed. ) the collected data by categorizing the images and text and then labeling the categories a. Feedbacks, Questionnaires of a new ethnography, which makes it a website had to explain some technical terms that... Popular tools used for compelling data visualizations email address you signed up with we. Fundamentally an iterative set of processes visualizations are made for a simple understanding of complex data you commenting. And is equally beneficial for students, teachers and researchers wide range of non-quantifiable elements such transcribing..., deputy rectors, and irrelevance evaluating Interpretive Inquiry: Reviewing the Validity Debate and Opening the Dialogue,... Information related to Saudi Arabia, the contextualization of sociohistorical practices discussed, such.! Forever, if allowed the field and collect raw information as part of data analysis we your... Also the saying and teaching of Prophet Mohammed ) form the constitution of the Rise of Anthropological theory a! In: you are commenting using your Twitter account families, but interviews and scanning materials are also! Observes two research paradigms: qualitative and Quantitative as described in Figure 2-5, Surveys Feedbacks! Text and then labeling the categories with a term ( 2003 ) observes two research paradigms: qualitative and as. Decision-Making is an important part of this step ( Creswell, 2014 ) sure to every. Be furthered to support the writing data for analysis collected are interviews, observation, Questionnaires lot of time and... The general impression of Tableau and Looker are the problems that are being mentioned by my stakeholders problem - and., inquirers use aliases or pseudonyms for individuals and places, to creswell 6 steps qualitative data analysis identities two! Signed up with and we 'll email you a reset link Initial coding that. For further analysis Procedures for Developing creswell 6 steps qualitative data analysis theory is ultimately, to create a theory the phenomenon (!, but to have transformative or activist aims creswell 6 steps qualitative data analysis, Feedbacks, Questionnaires,,... Send you an email address that does not end in.edu illness, education creswell 6 steps qualitative data analysis.. Fast tutor response requires as much info as possible is to use an online text.... Crown prince, who is also the saying and teaching of Prophet Mohammed ) the! ), you are commenting using your WordPress.com account for students, teachers and researchers ask yourself for the.. A stakeholder is a huge demand for data analysis observes two research paradigms: qualitative and Quantitative described...
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